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    Chapter and Conference Paper

    A Piano Tune Generation Model Using Deep Learning

    Among all signal streams, music is one of the most dominating signals. Due to this, the techniques used for extracting and reproducing musical structure have attracted the attention of many researchers around the...

    Neelam Goel, Tushar Srivastava, Yuvraj in Proceedings of the 14th International Conf… (2023)

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    Chapter and Conference Paper

    Machine Learning Techniques for the Diagnosis of Disc Disorders: Comparative Analysis

    In recent years, machine learning (ML) techniques have emerged as leading solution providers in almost all real-world problems. Advancements in development of diagnostic procedures have been obtained while imp...

    Mubashir Hussain, Deepika Koundal in Proceedings of the 14th International Conf… (2023)

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    Article

    Classification of Gurumukhi month’s name images using various convolutional neural network optimizers

    The Gurumukhi script has a complex structure for which text recognition based on an analytical approach can misinterpret the script. For error-free results in text recognition, the author has proposed a holist...

    Ta**der Pal Singh, Sheifali Gupta, Meenu Garg, Deepika Koundal in Soft Computing (2022)

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    Article

    Convolutional neural network based hurricane damage detection using satellite images

    Hurricanes are tropical storms that cause immense damage to human life and property. Rapid assessment of damage caused by hurricanes is extremely important for the first responders. But this process is usually...

    Swapandeep Kaur, Sheifali Gupta, Swati Singh, Deepika Koundal in Soft Computing (2022)

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    Chapter and Conference Paper

    Thoracic Disease Chest Radiographic Image Dataset: A Comprehensive Review

    Computer aided diagnosis (CAD) system uses an algorithm to analyze a medical image and interpret the abnormality from the image. CAD provides assistance to radiologists/doctor to assess and categorize the path...

    Priyanka Malhotra, Sheifali Gupta in Intelligent Systems Design and Applications (2022)

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    Chapter and Conference Paper

    Skin Disease Diagnosis: Challenges and Opportunities

    The skin acts as a protection barrier against environmental danger and foreign substances. Every year, thousands and millions of people are affected by skin disorders that may cause skin cancer at later stage....

    Vatsala Anand, Sheifali Gupta in Proceedings of Second Doctoral Symposium o… (2022)

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    Chapter and Conference Paper

    Trust Management Model in IoT: A Comprehensive Survey

    The Internet of Things (IoT) is a network of interlinked objects, without the need for human involvement these interlinked objects that can gather and transmit

    Muhammad Saeed, Muhammad Aftab, Rashid Amin in Innovations in Bio-Inspired Computing and … (2022)

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    Chapter and Conference Paper

    Recent Trends in Image Processing Using Granular Computing

    The purpose of this paper is to describe recent trends in image using granular computing. Granular computing is used to solve any type of problem with the help of granules. Granules are the key of granular com...

    Shankar Shambhu, Deepika Koundal in Advances in Communication and Computational Technology (2021)

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    Chapter and Conference Paper

    Survey of Computer-Aided Diagnosis of Thyroid Nodules in Medical Ultrasound Images

    In medical science, diagnostic imaging is an invaluable tool because of restricted observation of the specialist and uncertainties in medical knowledge. A thyroid ultrasound is a non-invasive imaging study use...

    Deepika Koundal, Savita Gupta in Advances in Computing and Information Tech… (2013)